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» Improving Cluster Method Quality by Validity Indices
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76
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DATE
2002
IEEE
73views Hardware» more  DATE 2002»
15 years 5 months ago
A Burst-Mode Oriented Back-End for the Balsa Synthesis System
This paper introduces several new component clustering techniques for the optimization of asynchronous systems. In particular, novel “Burst-Mode aware” restrictions are impose...
Tiberiu Chelcea, Steven M. Nowick, Andrew Bardsley...
IJCAI
2001
15 years 1 months ago
Probabilistic Classification and Clustering in Relational Data
Supervised and unsupervised learning methods have traditionally focused on data consisting of independent instances of a single type. However, many real-world domains are best des...
Benjamin Taskar, Eran Segal, Daphne Koller
83
Voted
EACL
2009
ACL Anthology
16 years 1 months ago
Evaluating the Inferential Utility of Lexical-Semantic Resources
Lexical-semantic resources are used extensively for applied semantic inference, yet a clear quantitative picture of their current utility and limitations is largely missing. We pr...
Shachar Mirkin, Ido Dagan, Eyal Shnarch
PAMI
2010
192views more  PAMI 2010»
14 years 11 months ago
Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA
—A new formulation for multiway spectral clustering is proposed. This method corresponds to a weighted kernel principal component analysis (PCA) approach based on primal-dual lea...
Carlos Alzate, Johan A. K. Suykens
97
Voted
ECAI
2000
Springer
15 years 4 months ago
Enriching very large ontologies using the WWW
This paper explores the possibility to exploit text on the world wide web in order to enrich the concepts in existing ontologies. First, a method to retrieve documents from the WWW...
Eneko Agirre, Olatz Ansa, Eduard H. Hovy, David Ma...